EMNLP

Ranking Paragraphs for Improving Answer Recall in Open-Domain Question Answering

Jinhyuk Lee, Seongjun Yun, Hyunjae Kim, Miyoung Ko, Jaewoo Kang

Comments EMNLP 2018

Document-Level Neural Machine Translation with Hierarchical Attention Networks

Lesly Miculicich, Dhananjay Ram, Nikolaos Pappas, James Henderson

Comments EMNLP 2018

Mapping Natural Language Commands to Web Elements

Panupong Pasupat, Tian-Shun Jiang, Evan Zheran Liu, Kelvin Guu, Percy Liang

Comments EMNLP 2018

Patient Risk Assessment and Warning Symptom Detection Using Deep Attention-Based Neural Networks

Ivan Girardi, Pengfei Ji, An-phi Nguyen, Nora Hollenstein, Adam Ivankay, Lorenz Kuhn, Chiara Marchiori, Ce Zhang

Comments 10 pages, 2 figures, EMNLP workshop LOUHI 2018

Dissecting Contextual Word Embeddings: Architecture and Representation

Matthew E. Peters, Mark Neumann, Luke Zettlemoyer, Wen-tau Yih

Comments EMNLP 2018

Predictive Embeddings for Hate Speech Detection on Twitter

Rohan Kshirsagar, Tyus Cukuvac, Kathleen McKeown, Susan McGregor

Comments Accepted at Abusive Language Online Workshop, EMNLP 2018; 7 pages 7 figures

Graph Convolution over Pruned Dependency Trees Improves Relation Extraction

Yuhao Zhang, Peng Qi, Christopher D. Manning

Comments EMNLP 2018. Code available at: https://github.com/qipeng/gcn-over-pruned-trees

Phrase-Indexed Question Answering: A New Challenge for Scalable Document Comprehension

Minjoon Seo, Tom Kwiatkowski, Ankur P. Parikh, Ali Farhadi, Hannaneh Hajishirzi

Comments EMNLP 2018 short; 6 pages

HotpotQA: A Dataset for Diverse, Explainable Multi-hop Question Answering

Zhilin Yang, Peng Qi, Saizheng Zhang, Yoshua Bengio, William W. Cohen, Ruslan Salakhutdinov, Christopher D. Manning

Comments EMNLP 2018 long paper. The first three authors contribute equally. Data, code, and blog posts available at https://hotpotqa.github.io/

Learning and Evaluating Sparse Interpretable Sentence Embeddings

Valentin Trifonov, Octavian-Eugen Ganea, Anna Potapenko, Thomas Hofmann

Comments Will be presented at the workshop "Analyzing and interpreting neural networks for NLP", collocated with the EMNLP 2018 conference in Brussels

Generating Natural Language Adversarial Examples

Moustafa Alzantot, Yash Sharma, Ahmed Elgohary, Bo-Jhang Ho, Mani Srivastava, Kai-Wei Chang

Comments Accepted in EMNLP 2018 (Conference on Empirical Methods in Natural Language Processing)

Joint Multitask Learning for Community Question Answering Using Task-Specific Embeddings

Shafiq Joty, Lluis Marquez, Preslav Nakov

Comments community question answering, task-specific embeddings, multi-task learning, EMNLP-2018

Chargrid: Towards Understanding 2D Documents

Anoop Raveendra Katti, Christian Reisswig, Cordula Guder, Sebastian Brarda, Steffen Bickel, Johannes Höhne, Jean Baptiste Faddoul

Comments To be published at EMNLP 2018

Semi-Supervised Sequence Modeling with Cross-View Training

Kevin Clark, Minh-Thang Luong, Christopher D. Manning, Quoc V. Le

Comments EMNLP 2018

How do you correct run-on sentences it's not as easy as it seems

Junchao Zheng, Courtney Napoles, Joel Tetreault, Kostiantyn Omelianchuk

Comments To appear in W-NUT 2018: Workshop on Noisy User-generated Text (at EMNLP)

Deep Bayesian Active Learning for Natural Language Processing: Results of a Large-Scale Empirical Study

Aditya Siddhant, Zachary C. Lipton

Comments To be presented at EMNLP 2018

Decoupling Structure and Lexicon for Zero-Shot Semantic Parsing

Jonathan Herzig, Jonathan Berant

Comments EMNLP 2018

Subgoal Discovery for Hierarchical Dialogue Policy Learning

Da Tang, Xiujun Li, Jianfeng Gao, Chong Wang, Lihong Li, Tony Jebara

Comments 11 pages, 6 figures, EMNLP 2018

Towards Exploiting Background Knowledge for Building Conversation Systems

Nikita Moghe, Siddhartha Arora, Suman Banerjee, Mitesh M. Khapra

Comments Camera Ready EMNLP 2018

Paraphrase Detection on Noisy Subtitles in Six Languages

Eetu Sjöblom, Mathias Creutz, Mikko Aulamo

Comments To appear in Proceedings of W-NUT at EMNLP 2018, Brussels, Belgium, 1 November 2018

Bootstrapping Transliteration with Constrained Discovery for Low-Resource Languages

Shyam Upadhyay, Jordan Kodner, Dan Roth

Comments EMNLP 2018

Back-Translation Sampling by Targeting Difficult Words in Neural Machine Translation

Marzieh Fadaee, Christof Monz

Comments 11 pages, 2 figures. Accepted at EMNLP 2018

Joint Multilingual Supervision for Cross-lingual Entity Linking

Shyam Upadhyay, Nitish Gupta, Dan Roth

Comments EMNLP 2018

Challenges for Toxic Comment Classification: An In-Depth Error Analysis

Betty van Aken, Julian Risch, Ralf Krestel, Alexander Löser

Comments ALW2: 2nd Workshop on Abusive Language Online to be held at EMNLP 2018 (Brussels, Belgium), October 31st, 2018

Building Context-aware Clause Representations for Situation Entity Type Classification

Zeyu Dai, Ruihong Huang

Comments Accepted by EMNLP 2018

A Dataset for Document Grounded Conversations

Kangyan Zhou, Shrimai Prabhumoye, Alan W Black

Journal ref Conference on Empirical Methods in Natural Language Processing (EMNLP), 2018

On the Strength of Character Language Models for Multilingual Named Entity Recognition

Xiaodong Yu, Stephen Mayhew, Mark Sammons, Dan Roth

Comments 5 pages, EMNLP 2018 short paper

Journal ref EMNLP 2018

Interpretable Textual Neuron Representations for NLP

Nina Poerner, Benjamin Roth, Hinrich Schütze

Comments BlackboxNLP Workshop at EMNLP 2018 (Extended Abstract)

Empirical Evaluation of Character-Based Model on Neural Named-Entity Recognition in Indonesian Conversational Texts

Kemal Kurniawan, Samuel Louvan

Comments Accepted in EMNLP 2018 Workshop on Noisy User-generated Text (W-NUT)

Transfer and Multi-Task Learning for Noun-Noun Compound Interpretation

Murhaf Fares, Stephan Oepen, Erik Velldal

Comments EMNLP 2018: Conference on Empirical Methods in Natural Language Processing (EMNLP)